Why is this important?
We are now in the 3rd wave of the Internet, the Artificial Intelligence (or AI for Artificial Intelligence). Mastering artificial intelligence means taking advantage of the extraordinary opportunities it represents.
What is IA in 1 sentence?
“Artificial intelligence, (…) is the decryption of the human learning process, the quantification of thought, the explanation of human behavior, and the understanding of what makes intelligence possible.” Quote from Kai-Fu Lee.
The two types of Artificial Intelligence
Thanks to the proliferation of digital data (Big Data) and the increased power of computers, machine learning is no longer science fiction. Whether you are aware of it or not, you are already in contact with this type of intelligence …
With deep learning, machine learning becomes a reality.
A subset of machine learning, deep learning, applies to a given field for a concrete application. Some examples :
Who controls Artificial Intelligence?
AI distributors: GAFAM and BATX (the Chinese giants Baidu, Alibaba, Tencent, Xiaomi) sell data hosting platforms (AWS for Amazon, etc.) and AI languages (TensorFlow from Google, Microsoft Cognitive Toolkit …). Other languages, resulting from an Open Source contribution, are also available: Pytorch, Caffe, Keras …The specialists: startups build specialized AI solutions for specific use cases. Their goal is to supplant existing players who IA has overtaken.
GPT-3: the world’s most potent language model
The GPT-3 language model (Generative Pre-trained Transformer – 3rd generation) uses deep learning to, among other things, produce complex, high-quality texts that humans could have written.
It can analyze 175 billion language parameters, ten times more than the most advanced previous prototypes.
GPT-3 was created by the company OpenAI, one of the flagship of Silicon Valley, with the support of Reid Hoffman (Linkedin), Peter Thiel (Palantir and one of the first investors of Facebook), and Microsoft who has entered into an agreement with OpenAI including the exclusive license of GPT-3.
The lesson to be learned
We are no longer in the era of experimental AI but rather in the era of its implementation, which puts an end to the supremacy of expertise. Our analytical intelligence is always necessary but is no longer sufficient since the machine now does better than us …